Computational bioacoustics with deep learning: a review and roadmap

D Stowell - PeerJ, 2022 - peerj.com
Animal vocalisations and natural soundscapes are fascinating objects of study, and contain
valuable evidence about animal behaviours, populations and ecosystems. They are studied …

Towards global insect biomonitoring with frugal methods

M Brydegaard, RD Pedales, V Feng… - … of the Royal …, 2024 - royalsocietypublishing.org
None of the global targets for protecting nature are currently met, although humanity is
critically dependent on biodiversity. A significant issue is the lack of data for most biodiverse …

The ACM multimedia 2022 computational paralinguistics challenge: Vocalisations, stuttering, activity, & mosquitoes

B Schuller, A Batliner, S Amiriparian, C Bergler… - Proceedings of the 30th …, 2022 - dl.acm.org
The ACM Multimedia 2022 Computational Paralinguistics Challenge addresses four
different problems for the first time in a research competition under well-defined conditions …

[HTML][HTML] Photonic sensors reflect variation in insect abundance and diversity across habitats

K Rydhmer, S Jansson, L Still, BD Beck, V Chatzaki… - Ecological …, 2024 - Elsevier
To mitigate ongoing insect biodiversity declines, there is a need for efficient yet accurate
monitoring methods. The use of traditional catch-based survey methods is constrained both …

Remote nanoscopy with infrared elastic hyperspectral lidar

L Müller, M Li, H Månefjord, J Salvador… - Advanced …, 2023 - Wiley Online Library
Monitoring insects of different species to understand the factors affecting their diversity and
decline is a major challenge. Laser remote sensing and spectroscopy offer promising novel …

Passive acoustic monitoring as a tool to investigate the spatial distribution of invasive alien species

JW Ribeiro, Jr, K Harmon, GA Leite, TN de Melo… - Remote Sensing, 2022 - mdpi.com
Invasive alien species (IAS) are a threat to biodiversity and ecosystem function worldwide.
Unfortunately, researchers, agencies, and other management groups face the unresolved …

Applications and advances in acoustic monitoring for infectious disease epidemiology

E Johnson, M Campos-Cerqueira, A Jumail… - Trends in …, 2023 - cell.com
Emerging infectious diseases continue to pose a significant burden on global public health,
and there is a critical need to better understand transmission dynamics arising at the …

Real-time monitoring of insects based on laser remote sensing

Y Wang, C Zhao, D Dong, K Wang - Ecological Indicators, 2023 - Elsevier
Monitoring animal activities help assess the effects of environmental conditions and
anthropogenic factors on various species. Entomology-related monitoring methods based …

HumBugDB: a large-scale acoustic mosquito dataset

I Kiskin, M Sinka, AD Cobb, W Rafique, L Wang… - arXiv preprint arXiv …, 2021 - arxiv.org
This paper presents the first large-scale multi-species dataset of acoustic recordings of
mosquitoes tracked continuously in free flight. We present 20 hours of audio recordings that …

Automated differentiation of mixed populations of free-flying female mosquitoes under semi-field conditions

BJ Johnson, M Weber, HM Al-Amin, M Geier… - Scientific Reports, 2024 - nature.com
Great advances in automated identification systems, or 'smart traps', that differentiate insect
species have been made in recent years, yet demonstrations of field-ready devices under …